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SASInstitute SAS® Viya® Supervised Machine Learning Pipelines Sample Questions:

1. Which SAS Viya component is typically used for deploying and monitoring machine learning models in production?

A) SAS Data Loader
B) SAS Model Manager
C) SAS Visual Analytics
D) SAS Enterprise Miner

2. In model assessment, what is the purpose of feature importance analysis?

A) To create synthetic features
B) To assess data quality
C) To evaluate the significance of input features in making predictions
D) To visualize data distribution

3. Which data source typically provides access to real-time financial market data?

A) Stock market APIs
B) Weather stations
C) Online news websites
D) Social media platforms

4. What is the main purpose of feature engineering in model building?

A) Model evaluation
B) Data preprocessing
C) Data visualization
D) Creating new features or transforming existing ones to improve model performance

5. In reinforcement learning, what is the agent's objective?

A) To maximize a cumulative reward over time
B) To generate synthetic data
C) To make predictions
D) To learn from labeled data

Solutions: